Communications of the ACM
Communications of the ACM
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Rule induction with extension matrices
Journal of the American Society for Information Science - Special issue: knowledge discovery and data mining
Knowledge Acquisition from Databases
Knowledge Acquisition from Databases
Computer
Learning from Hotlists and Coldlists: Towards a WWW Information Filtering and Seeking Agent
TAI '95 Proceedings of the Seventh International Conference on Tools with Artificial Intelligence
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Hi-index | 0.01 |
This paper designs an electronic commerce system that integrates conventional electronic commerce services with contemporary WWW advantages, such as comprehensive coverage and agents for information search and selection. We use a user-centered approach and apply data mining techniques in the design of agents for information search and selection. There are various agents in this electronic commerce system to perform different functions. Among them, SiteHelper is a unique agent in our system compared to existing electronic commerce systems. It acts as a housekeeper for the system and as a helper for the users to find relevant information. In order to assist the users in finding relevant information at the centralized location (with Web links to the global Web), SiteHelper interactively and incrementally learns about each user's areas of interest and aids them accordingly, by deploying data mining techniques with incremental learning facilities as its learning and inference engines.